Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-29 0.262785 0.294888 0.330918 0.374665 0.426762 0.487354 0.563949
2025-01-05 0.204584 0.244586 0.293715 0.359676 0.447817 0.564449 0.735744
2025-01-12 0.168478 0.209966 0.264095 0.342085 0.455549 0.621653 0.898425
2025-01-19 0.145230 0.186630 0.243148 0.329162 0.463170 0.676811 1.075478
2025-01-26 0.136694 0.181166 0.244751 0.347248 0.519294 0.821547 1.468655
2025-02-02 0.133281 0.182018 0.254953 0.379590 0.605912 1.048730 2.166192
2025-02-09 0.127397 0.178220 0.257148 0.398774 0.674077 1.268280 3.032435
2025-02-16 0.121096 0.172881 0.255889 0.411323 0.732615 1.493447 4.161868
2025-02-23 0.113531 0.164649 0.248640 0.411347 0.765019 1.671498 5.379862
2025-03-02 0.103358 0.151233 0.231011 0.388615 0.741482 1.690374 5.978088
2025-03-09 0.096649 0.142962 0.221481 0.380420 0.749815 1.806947 7.283008
2025-03-16 0.091161 0.136271 0.214050 0.375317 0.764454 1.952263 9.114759
2025-03-23 0.087010 0.131800 0.210697 0.379408 0.807058 2.232236 13.014828
2025-03-30 0.080602 0.123007 0.198607 0.363145 0.792355 2.300478 15.556275
2025-04-06 0.074617 0.114547 0.186424 0.345094 0.768775 2.324593 17.957808
2025-04-13 0.069781 0.107803 0.176954 0.331964 0.756579 2.394675 21.724137
2025-04-20 0.068855 0.107958 0.180826 0.350250 0.844160 3.004220 43.970628
2025-04-27 0.069303 0.110625 0.189946 0.382980 0.992793 4.166595 152.563818
2025-05-04 0.068323 0.110541 0.193429 0.402401 1.106542 5.368943 708.864694
2025-05-11 0.066788 0.109274 0.194275 0.415109 1.202429 6.694955 11334.042085
2025-05-18 0.064358 0.106103 0.190707 0.415132 1.247959 7.713455 NaN
2025-05-25 0.060378 0.099679 0.179519 0.392116 1.186935 7.484881 NaN
2025-06-01 0.057754 0.095795 0.173690 0.383820 1.189663 8.048920 NaN